Practical (Django) Caching Strategy & Implementation? Cache long, Invalidate cache upon data change

I have a Django app that gets near-realtime data (tweets and votes), although updates occur only every minute or two on average. However we want to show the data by updating the site and api results right when it comes in.I have a Django app that gets near-realtime dat